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U.S. Patent No. 12,236,477 — Patented Automotive Data Standardization Technology
OAV

The Automotive Answer Engine

Every car has an answer. We hold the evidence.

Ask about a VIN, price, or market. OAV returns an independent, snapshot-dated answer and the market evidence behind it — a verdict where the evidence supports one, and the evidence itself where it doesn't.

Found a car anywhere? Paste the VIN — OAV resolves it against the supported comparable range, drawn from millions of dealer-advertised listings. Dealers can't pay to change a verdict.

OAV.io is an independent automotive market-evidence platform. It evaluates asking prices against comparable listings and publishes a Price-to-Market verdict when the evidence supports one. Days-on-lot and sell-through from similar vehicles are separate demand evidence, never inputs to the Price-to-Market verdict.

Market snapshot · November 6, 2026

7.1M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

898 listings found

2013 FIAT 500 Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 FIAT 500 Sport

Middleton, WI

UnscoredInsufficient · 3
$5,400144,757 mi

Comparison: 3 similar vehicles

Middleton, WI

2018 Ford Edge SEL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Ford Edge SEL

Middleton, WI

Unscored
$6,439161,044 mi

Comparison: 79 similar vehicles

Middleton, WI

2012 Volkswagen Beetle 2.5

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Volkswagen Beetle 2.5

Middleton, WI

Unscored
$6,900179,460 mi

Comparison: 6 similar vehicles

Middleton, WI

2023 Subaru Forester Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Subaru Forester Base

Middleton, WI

Unscored
$6,995298,086 mi

Comparison: 14 similar vehicles

Middleton, WI

2014 Ford Escape Titanium

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Ford Escape Titanium

Middleton, WI

Unscored
$7,898191,888 mi

Comparison: 8 similar vehicles

Middleton, WI

2018 Subaru Legacy Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Subaru Legacy Base

Middleton, WI

UnscoredInsufficient · 0
$7,900158,167 mi

Middleton, WI

2017 Hyundai Elantra GT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Hyundai Elantra GT

Middleton, WI

Unscored
$7,900138,762 mi

Comparison: 11 similar vehicles

Middleton, WI

2011 Honda Pilot EX-L

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Honda Pilot EX-L

Middleton, WI

Unscored
$7,900162,761 mi

Comparison: 15 similar vehicles

Middleton, WI

2015 Jeep Cherokee Latitude

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Jeep Cherokee Latitude

Middleton, WI

UnscoredInsufficient · 4
$7,951213,353 mi

Comparison: 4 similar vehicles

Middleton, WI

2014 Chevrolet Volt Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Chevrolet Volt Base

Middleton, WI

Fair PriceLimited · 14
$7,995114,059 mi

Market: $7,790 – $7,995

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Middleton, WI

2019 Kia Soul +

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Kia Soul +

Middleton, WI

Unscored
$8,900141,138 mi

Comparison: 15 similar vehicles

Middleton, WI

2006 Toyota Corolla LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2006 Toyota Corolla LE

Middleton, WI

UnscoredInsufficient · 0
$8,948145,076 mi

Middleton, WI

2022 RAM Promaster City Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2022 RAM Promaster City Base

Middleton, WI

UnscoredInsufficient · 3
$8,995196,954 mi

Comparison: 3 similar vehicles

Middleton, WI

2022 RAM Promaster City Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2022 RAM Promaster City Base

Middleton, WI

UnscoredInsufficient · 3
$8,995194,448 mi

Comparison: 3 similar vehicles

Middleton, WI

2017 GMC Savana Cargo Work Van

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 GMC Savana Cargo Work Van

Middleton, WI

Unscored
$8,995184,530 mi

Comparison: 20 similar vehicles

Middleton, WI

2016 FIAT 500e Battery Electric

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 FIAT 500e Battery Electric

Middleton, WI

UnscoredInsufficient · 0
$8,99530,999 mi

Middleton, WI

2013 Jeep Patriot Latitude

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Jeep Patriot Latitude

Middleton, WI

UnscoredInsufficient · 3
$8,99574,520 mi

Comparison: 3 similar vehicles

Middleton, WI

2011 Toyota Sienna XLE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Toyota Sienna XLE

Middleton, WI

Unscored
$8,999205,250 mi

Comparison: 16 similar vehicles

Middleton, WI

2014 Toyota Corolla LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Toyota Corolla LE

Middleton, WI

Unscored
$9,438311,441 mi

Comparison: 13 similar vehicles

Middleton, WI

2016 Buick Cascada Premium

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Buick Cascada Premium

Middleton, WI

Unscored
$9,447156,914 mi

Comparison: 8 similar vehicles

Middleton, WI

2017 Acura RDX Technology Package

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Acura RDX Technology Package

Middleton, WI

UnscoredInsufficient · 3
$9,900160,577 mi

Comparison: 3 similar vehicles

Middleton, WI

2014 Ford Taurus Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Ford Taurus Limited

Middleton, WI

Unscored
$9,90098,500 mi

Comparison: 7 similar vehicles

Middleton, WI

2011 Mercedes-Benz GLK-Class GLK350

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Mercedes-Benz GLK-Class GLK350

Middleton, WI

Unscored
$9,900109,806 mi

Comparison: 7 similar vehicles

Middleton, WI

2020 Ford Escape SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Ford Escape SE

Middleton, WI

Unscored
$9,995119,724 mi

Comparison: 5 similar vehicles

Middleton, WI

2019 Kia FORTE LXS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Kia FORTE LXS

Middleton, WI

Unscored
$9,995124,196 mi

Comparison: 22 similar vehicles

Middleton, WI

2017 Kia Sorento LX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Kia Sorento LX

Middleton, WI

Unscored
$9,995123,150 mi

Comparison: 5 similar vehicles

Middleton, WI

2016 Hyundai Elantra GT Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Hyundai Elantra GT Base

Middleton, WI

Fair PriceLimited · 15
$9,99579,559 mi

Market: $7,376 – $11,599

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Middleton, WI

2013 Ford Focus ST

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Ford Focus ST

Middleton, WI

UnscoredInsufficient · 0
$9,995151,481 mi

Middleton, WI

2016 Nissan Altima S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Nissan Altima S

Middleton, WI

UnscoredInsufficient · 3
$10,348151,807 mi

Comparison: 3 similar vehicles

Middleton, WI

2014 Chevrolet Impala 2FL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Chevrolet Impala 2FL

Middleton, WI

OverpricedModerate · 33
$10,948105,190 mi

Market: $3,999 – $10,346

Comparison: 33 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Middleton, WI

2018 Ford Escape SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Ford Escape SE

Middleton, WI

Unscored
$10,950103,463 mi

Comparison: 7 similar vehicles

Middleton, WI

2023 GMC Terrain SLE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 GMC Terrain SLE

Middleton, WI

Unscored
$10,995165,935 mi

Comparison: 45 similar vehicles

Middleton, WI

2022 Chevrolet Equinox LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2022 Chevrolet Equinox LT

Middleton, WI

Unscored
$10,995168,364 mi

Comparison: 18 similar vehicles

Middleton, WI

2019 Volkswagen Passat Wolfsburg Edition

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Volkswagen Passat Wolfsburg Edition

Middleton, WI

Fair PriceModerate · 27
$10,995107,217 mi

Market: $6,999 – $16,524

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Middleton, WI

2017 Chevrolet Express Cargo Work Van

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Chevrolet Express Cargo Work Van

Middleton, WI

Unscored
$10,995158,611 mi

Comparison: 56 similar vehicles

Middleton, WI

2017 Hyundai Elantra Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Hyundai Elantra Limited

Middleton, WI

Fair PriceModerate · 26
$11,440103,657 mi

Market: $5,999 – $15,998

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 121 days listed (based on current market benchmarks)

Middleton, WI

2011 Honda Ridgeline RTS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Honda Ridgeline RTS

Middleton, WI

UnscoredInsufficient · 0
$11,443223,501 mi

Middleton, WI

2015 Ford Fusion SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Ford Fusion SE

Middleton, WI

Fair PriceRobust · 65
$11,850115,790 mi

Market: $2,300 – $14,495

Comparison: 65 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 140 days listed (based on current market benchmarks)

Middleton, WI

2012 Cadillac Escalade EXT Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Cadillac Escalade EXT Base

Middleton, WI

UnscoredInsufficient · 0
$11,900173,940 mi

Middleton, WI

2016 Acura RDX Technology Package

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Acura RDX Technology Package

Middleton, WI

Unscored
$11,940161,434 mi

Comparison: 17 similar vehicles

Middleton, WI

2022 Chevrolet Equinox LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2022 Chevrolet Equinox LT

Middleton, WI

Unscored
$11,995150,963 mi

Comparison: 18 similar vehicles

Middleton, WI

2022 Chevrolet Equinox 2FL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2022 Chevrolet Equinox 2FL

Middleton, WI

Unscored
$11,995159,750 mi

Comparison: 25 similar vehicles

Middleton, WI

2022 Nissan Kicks SV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2022 Nissan Kicks SV

Middleton, WI

Unscored
$11,995107,594 mi

Comparison: 8 similar vehicles

Middleton, WI

2021 Chevrolet Equinox 2FL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2021 Chevrolet Equinox 2FL

Middleton, WI

Unscored
$11,995154,334 mi

Comparison: 9 similar vehicles

Middleton, WI

2018 Chevrolet Malibu 1LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Chevrolet Malibu 1LT

Middleton, WI

Unscored
$11,995123,803 mi

Comparison: 5 similar vehicles

Middleton, WI

2017 Ford Edge Titanium

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Ford Edge Titanium

Middleton, WI

UnscoredInsufficient · 3
$11,995101,289 mi

Comparison: 3 similar vehicles

Middleton, WI

2016 Hyundai Sonata Hybrid Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Hyundai Sonata Hybrid Base

Middleton, WI

Unscored
$11,99569,631 mi

Comparison: 6 similar vehicles

Middleton, WI

2015 Jeep Grand Cherokee Laredo E

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Jeep Grand Cherokee Laredo E

Middleton, WI

Fair PriceModerate · 24
$11,99594,721 mi

Market: $5,995 – $12,098

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Middleton, WI

2012 Lexus IS 250

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Lexus IS 250

Middleton, WI

Unscored
$11,99596,900 mi

Comparison: 8 similar vehicles

Middleton, WI

2011 Lexus GS 350

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Lexus GS 350

Middleton, WI

UnscoredInsufficient · 0
$12,288112,115 mi

Middleton, WI

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles is selling faster than its market baseline, and this listing is still within the cohort’s typical selling window. It is separate from OAV’s price verdict. A Demand-Verified Deal is a listing that carries the badge and is also rated Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin). The Deal is the intersection of the two signals. Each Demand-Verified listing shows its cohort’s typical sell-time, its days-on-lot, and a comparable count. Listings without sufficient, fresh cohort coverage get no label, and the section hides itself when none on a page qualify, so the signal stays honest.

Current status: the Demand-Verified badge is withheld on every listing while OAV re-validates the sell-through claim behind it, so no Top Demand-Verified Deals section is showing anywhere on the site right now. The sell-through evidence itself still appears on listings where a cohort supports it, and Price-to-Market verdicts are unaffected. The badge returns only if the re-validation confirms the claim.

See the full Demand-Verified Deals methodology for the labeling rules and examples.

Example market pages

OAV answers these questions

What are the best priced vehicles?
Great Deal means priced below the comparable-range floor by at least OAV's minimum-gap margin; Fair Price means priced within the comparable range, or below the floor by less than that margin.
Which vehicles are priced below market?
Vehicles rated Great Deal are priced below the comparable-range floor by at least OAV's minimum-gap margin. Each one links to its vehicle page.
Which listings are Demand-Verified?
A listing is Demand-Verified when the matched sold cohort of similar vehicles is moving faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not aged beyond the cohort's typical selling window. It is sell-through evidence about demand, and is separate from OAV's price-to-market verdict.
Which vehicles are priced below comparable listings?
OAV's Price-to-Market analysis compares a listing's asking price against similar cars, using year, make, model, geography, and available configuration attributes, with trim/configuration matching applied where sufficient comparable data supports it. Mileage is never used to select comparables or adjust their prices. OAV withholds a verdict when mileage looks unreliable, or when higher-than-typical mileage, not a market discount, better explains a lower price. Over 120,000 miles, OAV still publishes Overpriced but withholds Great Deal and Fair Price: comparable cars usually have fewer miles, which can make those two verdicts misleading. Where OAV publishes a verdict, a listing priced below the comparable-range floor by at least OAV's minimum-gap margin is rated Great Deal; one priced within the comparable range, or below the floor by less than that margin, is Fair Price.

How OAV.io compares with CarGurus, Cars.com and TrueCar

  • Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value.
  • CarGurus gives listings Deal Ratings based on its Instant Market Value (IMV), its estimate of a fair market price for a specific vehicle in a specific market.
  • Cars.com shows deal badges that compare a listing's price to similar vehicles in the same market.
  • Edmunds publishes car reviews and provides deal ratings on new and used listings.
  • iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles recently for sale.
  • J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values.
  • TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers.

OAV.io is not a marketplace and does not sell cars. It helps shoppers find new and used cars at dealerships and evaluates each listing VIN by VIN against comparable listings, showing the comparable count, market range and as-of date for each rated listing. Its rating thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io rating, its eligibility or a listing's placement on OAV.io. Ratings are not guarantees of price or value, nor statements about a dealer in general.

How OAV.io compares

CarGurus, Instant Market Value, Deal Ratings, Cars.com, iSeeCars, TrueCar, TrueCar Price Graph, Edmunds, J.D. Power, NADA Used Car Guide, NADAguides, Carfax and CARFAX Value are trademarks of their respective owners. OAV.io is not affiliated with, sponsored by or endorsed by any of them.

How OAV works

How does OAV rate vehicle deals?
OAV compares a listing's asking price against similar vehicles currently for sale and publishes a Price-to-Market verdict only when the evidence supports one. OAV rates scored listings as Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin), Fair Price (priced within the comparable range, or below the floor by less than that margin), or Overpriced (priced above the comparable range). Listings OAV cannot score on the available evidence are shown as Unscored rather than receiving an unsupported verdict. Ratings are recomputed as OAV processes new inventory data through its daily pipeline; each page shows the market snapshot used for its analysis.
How fresh is OAV's vehicle data?
OAV processes inventory, pricing, and days-on-lot data daily from the dealer source. Every market page and VIN page carries a “Market snapshot” timestamp showing the snapshot date the page was built from, so the exact data vintage is always visible.
Does OAV include days on lot?
Yes. OAV records days-on-lot from the dealer feed when the feed supplies it. Days-on-lot is a separate demand signal, never an input to the Price-to-Market verdict.
Are OAV dealers verified?
Dealer profiles include public market summaries from live inventory data — make mix, deal mix, average days on lot, market position. Claimed OAV dealers route inbound buyer inquiries and control verified contact information.
What technology powers OAV's deal ratings?
Certain vehicle market-standardization methods are covered by U.S. Patent No. 12,236,477; the Price-to-Market verdict method is the subject of a pending U.S. patent application. The standardization technology normalizes naming conventions and deduplicates cross-listed inventory across the dealership network, so every comparable-market calculation is drawn from a clean, unified data set.

Related questions

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